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Long Short-Term Memory - What is the benefit of using LSTM compared to RNN?
Answer
LSTMs, a variant of RNNs, have superior memory capabilities, allowing them to remember the outputs of each node for a longer period. This ability enhances the efficiency of the subsequent node's output. LSTMs also address the issues of vanishing gradients and long-term dependencies, which are common challenges in RNNs.
